It's possible to subscribe just to Prime Video. I highly recommend doing that if you only use Prime for video. It's cheaper than full Prime and you pay month by month, so you can cancel it for a few months then come back.
The only issue: I seem to remember the process of switching from full Prime to Prime Video only was rather confusing and hidden.